Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 180 |
| Missing cells | 1039 |
| Missing cells (%) | 7.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 184.4 KiB |
| Average record size in memory | 1.0 KiB |
Variable types
| BOOL | 52 |
|---|---|
| NUM | 15 |
| CAT | 8 |
| UNSUPPORTED | 6 |
Reproduction
| Analysis started | 2020-07-08 00:22:25.837568 |
|---|---|
| Analysis finished | 2020-07-08 00:23:04.646686 |
| Duration | 38.81 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
adverseEvent is highly correlated with Required Supplemental O2 | High correlation |
Required Supplemental O2 is highly correlated with adverseEvent | High correlation |
Hight-cm has 2 (1.1%) missing values | Missing |
Temp <96.8 F has 3 (1.7%) missing values | Missing |
Temp (F) has 3 (1.7%) missing values | Missing |
O2 <90% RA has 3 (1.7%) missing values | Missing |
O2 Sat RA has 21 (11.7%) missing values | Missing |
Immobilization has 2 (1.1%) missing values | Missing |
Recent Trauma has 2 (1.1%) missing values | Missing |
Recent Surgery has 2 (1.1%) missing values | Missing |
FH of VTE has 2 (1.1%) missing values | Missing |
Acute DVT (deep venous thrombosis) , 3= chronic DVT has 21 (11.7%) missing values | Missing |
Proximal Component to the DVT has 50 (27.8%) missing values | Missing |
Elevated BNP has 48 (26.7%) missing values | Missing |
Elevated Troponin has 9 (5.0%) missing values | Missing |
RV Dilation has 22 (12.2%) missing values | Missing |
RV Hypokinesis/Dysfunction has 22 (12.2%) missing values | Missing |
Both Dilation and Dysfunction has 22 (12.2%) missing values | Missing |
Technically Suboptimal has 22 (12.2%) missing values | Missing |
RVSP (mmHg) has 22 (12.2%) missing values | Missing |
Clot Present in MPA (Main Pulmonary Artery) has 180 (100.0%) missing values | Missing |
Arrhythmia has 7 (3.9%) missing values | Missing |
Type of Arrhythmia has 148 (82.2%) missing values | Missing |
ICU Stay has 2 (1.1%) missing values | Missing |
ACLS has 4 (2.2%) missing values | Missing |
Pressors has 4 (2.2%) missing values | Missing |
Inotropes has 4 (2.2%) missing values | Missing |
Intubation has 4 (2.2%) missing values | Missing |
tpA has 3 (1.7%) missing values | Missing |
< 6 hours from CTA read to administration of tpa or EKOS has 98 (54.4%) missing values | Missing |
<24 hours from CTA read to administration of tpA or EKOS has 98 (54.4%) missing values | Missing |
IP Bleeding has 4 (2.2%) missing values | Missing |
Type of bleed has 146 (81.1%) missing values | Missing |
Transfusion has 4 (2.2%) missing values | Missing |
IVCF (Inferior Vena Cava Filter) has 4 (2.2%) missing values | Missing |
Readmitted to IP <30 days has 9 (5.0%) missing values | Missing |
Discharged with O2 has 14 (7.8%) missing values | Missing |
Required Narcotics at discharge has 13 (7.2%) missing values | Missing |
Pregnant has 5 (2.8%) missing values | Missing |
Platelet <70k has 3 (1.7%) missing values | Missing |
Indentificaton has unique values | Unique |
RV/LV Ratio has unique values | Unique |
RVSP (mmHg) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Clot Present in MPA (Main Pulmonary Artery) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Type of bleed is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Transfusion is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
IVCF (Inferior Vena Cava Filter) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Readmitted to IP <30 days is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Length of Stay (LOS) has 4 (2.2%) zeros | Zeros |
| Distinct count | 180 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.5 |
|---|---|
| Minimum | 1 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9.95 |
| Q1 | 45.75 |
| median | 90.5 |
| Q3 | 135.25 |
| 95-th percentile | 171.05 |
| Maximum | 180 |
| Range | 179 |
| Interquartile range (IQR) | 89.5 |
Descriptive statistics
| Standard deviation | 52.10566188 |
|---|---|
| Coefficient of variation (CV) | 0.5757531699 |
| Kurtosis | -1.2 |
| Mean | 90.5 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 0 |
| Sum | 16290 |
| Variance | 2715 |
| Value | Count | Frequency (%) | |
| 180 | 1 | 0.6% | |
| 67 | 1 | 0.6% | |
| 65 | 1 | 0.6% | |
| 64 | 1 | 0.6% | |
| 63 | 1 | 0.6% | |
| 62 | 1 | 0.6% | |
| 61 | 1 | 0.6% | |
| 60 | 1 | 0.6% | |
| 59 | 1 | 0.6% | |
| 58 | 1 | 0.6% | |
| 57 | 1 | 0.6% | |
| 56 | 1 | 0.6% | |
| 55 | 1 | 0.6% | |
| 54 | 1 | 0.6% | |
| 53 | 1 | 0.6% | |
| 52 | 1 | 0.6% | |
| 51 | 1 | 0.6% | |
| 50 | 1 | 0.6% | |
| 49 | 1 | 0.6% | |
| 48 | 1 | 0.6% | |
| 47 | 1 | 0.6% | |
| 66 | 1 | 0.6% | |
| 68 | 1 | 0.6% | |
| 179 | 1 | 0.6% | |
| 69 | 1 | 0.6% | |
| Other values (155) | 155 | 86.1% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 7 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 9 | 1 | 0.6% | |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 180 | 1 | 0.6% | |
| 179 | 1 | 0.6% | |
| 178 | 1 | 0.6% | |
| 177 | 1 | 0.6% | |
| 176 | 1 | 0.6% | |
| 175 | 1 | 0.6% | |
| 174 | 1 | 0.6% | |
| 173 | 1 | 0.6% | |
| 172 | 1 | 0.6% | |
| 171 | 1 | 0.6% |
Age
Real number (ℝ≥0)
| Distinct count | 59 |
|---|---|
| Unique (%) | 32.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.73888888888889 |
|---|---|
| Minimum | 24 |
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 34.95 |
| Q1 | 52.75 |
| median | 62 |
| Q3 | 72 |
| 95-th percentile | 80 |
| Maximum | 95 |
| Range | 71 |
| Interquartile range (IQR) | 19.25 |
Descriptive statistics
| Standard deviation | 14.24579283 |
|---|---|
| Coefficient of variation (CV) | 0.2345415448 |
| Kurtosis | -0.4264572207 |
| Mean | 60.73888889 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.3732188326 |
| Sum | 10933 |
| Variance | 202.9426133 |
| Value | Count | Frequency (%) | |
| 68 | 11 | 6.1% | |
| 56 | 8 | 4.4% | |
| 76 | 7 | 3.9% | |
| 58 | 6 | 3.3% | |
| 73 | 6 | 3.3% | |
| 57 | 6 | 3.3% | |
| 59 | 6 | 3.3% | |
| 80 | 6 | 3.3% | |
| 66 | 6 | 3.3% | |
| 54 | 5 | 2.8% | |
| 55 | 5 | 2.8% | |
| 65 | 5 | 2.8% | |
| 69 | 5 | 2.8% | |
| 72 | 5 | 2.8% | |
| 64 | 5 | 2.8% | |
| 61 | 4 | 2.2% | |
| 70 | 4 | 2.2% | |
| 75 | 4 | 2.2% | |
| 50 | 4 | 2.2% | |
| 74 | 3 | 1.7% | |
| 43 | 3 | 1.7% | |
| 38 | 3 | 1.7% | |
| 52 | 3 | 1.7% | |
| 31 | 3 | 1.7% | |
| 71 | 3 | 1.7% | |
| Other values (34) | 54 | 30.0% |
| Value | Count | Frequency (%) | |
| 24 | 1 | 0.6% | |
| 27 | 1 | 0.6% | |
| 31 | 3 | 1.7% | |
| 32 | 1 | 0.6% | |
| 33 | 1 | 0.6% | |
| 34 | 2 | 1.1% | |
| 35 | 1 | 0.6% | |
| 36 | 2 | 1.1% | |
| 37 | 2 | 1.1% | |
| 38 | 3 | 1.7% |
| Value | Count | Frequency (%) | |
| 95 | 1 | 0.6% | |
| 87 | 2 | 1.1% | |
| 86 | 1 | 0.6% | |
| 85 | 1 | 0.6% | |
| 84 | 1 | 0.6% | |
| 82 | 1 | 0.6% | |
| 81 | 1 | 0.6% | |
| 80 | 6 | 3.3% | |
| 79 | 1 | 0.6% | |
| 78 | 3 | 1.7% |
Gender
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| M | |
|---|---|
| F | |
| M | 1 |
| Value | Count | Frequency (%) | |
| M | 112 | 62.2% | |
| F | 67 | 37.2% | |
| M | 1 | 0.6% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.005555556 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| M | 113 | 62.4% | |
| F | 67 | 37.0% | |
| 1 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 180 | 99.4% | |
| Space Separator | 1 | 0.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 113 | 62.8% | |
| F | 67 | 37.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 180 | 99.4% | |
| Common | 1 | 0.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| M | 113 | 62.8% | |
| F | 67 | 37.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 181 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| M | 113 | 62.4% | |
| F | 67 | 37.0% | |
| 1 | 0.6% |
Race
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| W | |
|---|---|
| B | |
| NH | 5 |
| H | 2 |
| Value | Count | Frequency (%) | |
| W | 114 | 63.3% | |
| B | 59 | 32.8% | |
| NH | 5 | 2.8% | |
| H | 2 | 1.1% |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.027777778 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| W | 114 | 61.6% | |
| B | 59 | 31.9% | |
| H | 7 | 3.8% | |
| N | 5 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 185 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| W | 114 | 61.6% | |
| B | 59 | 31.9% | |
| H | 7 | 3.8% | |
| N | 5 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 185 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| W | 114 | 61.6% | |
| B | 59 | 31.9% | |
| H | 7 | 3.8% | |
| N | 5 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 185 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| W | 114 | 61.6% | |
| B | 59 | 31.9% | |
| H | 7 | 3.8% | |
| N | 5 | 2.7% |
| Distinct count | 18 |
|---|---|
| Unique (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.438888888888889 |
|---|---|
| Minimum | 0 |
| Maximum | 80 |
| Zeros | 4 |
| Zeros (%) | 2.2% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.080671534 |
|---|---|
| Coefficient of variation (CV) | 1.301859935 |
| Kurtosis | 70.88164739 |
| Mean | 5.438888889 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.304592425 |
| Sum | 979 |
| Variance | 50.13590937 |
| Value | Count | Frequency (%) | |
| 3 | 32 | 17.8% | |
| 5 | 24 | 13.3% | |
| 1 | 23 | 12.8% | |
| 4 | 20 | 11.1% | |
| 2 | 17 | 9.4% | |
| 7 | 15 | 8.3% | |
| 8 | 12 | 6.7% | |
| 6 | 12 | 6.7% | |
| 9 | 5 | 2.8% | |
| 0 | 4 | 2.2% | |
| 10 | 3 | 1.7% | |
| 11 | 3 | 1.7% | |
| 12 | 3 | 1.7% | |
| 13 | 2 | 1.1% | |
| 21 | 2 | 1.1% | |
| 37 | 1 | 0.6% | |
| 24 | 1 | 0.6% | |
| 80 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 2.2% | |
| 1 | 23 | 12.8% | |
| 2 | 17 | 9.4% | |
| 3 | 32 | 17.8% | |
| 4 | 20 | 11.1% | |
| 5 | 24 | 13.3% | |
| 6 | 12 | 6.7% | |
| 7 | 15 | 8.3% | |
| 8 | 12 | 6.7% | |
| 9 | 5 | 2.8% |
| Value | Count | Frequency (%) | |
| 80 | 1 | 0.6% | |
| 37 | 1 | 0.6% | |
| 24 | 1 | 0.6% | |
| 21 | 2 | 1.1% | |
| 13 | 2 | 1.1% | |
| 12 | 3 | 1.7% | |
| 11 | 3 | 1.7% | |
| 10 | 3 | 1.7% | |
| 9 | 5 | 2.8% | |
| 8 | 12 | 6.7% |
| Distinct count | 22 |
|---|---|
| Unique (%) | 12.4% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.4894382022472 |
|---|---|
| Minimum | 149.86 |
| Maximum | 205.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 149.86 |
|---|---|
| 5-th percentile | 154.94 |
| Q1 | 167.64 |
| median | 175.26 |
| Q3 | 180.34 |
| 95-th percentile | 190.5 |
| Maximum | 205.74 |
| Range | 55.88 |
| Interquartile range (IQR) | 12.7 |
Descriptive statistics
| Standard deviation | 10.80606174 |
|---|---|
| Coefficient of variation (CV) | 0.06192960359 |
| Kurtosis | -0.1347593293 |
| Mean | 174.4894382 |
| Median Absolute Deviation (MAD) | 7.62 |
| Skewness | -0.0922647933 |
| Sum | 31059.12 |
| Variance | 116.7709703 |
| Value | Count | Frequency (%) | |
| 180.34 | 20 | 11.1% | |
| 177.8 | 18 | 10.0% | |
| 175.26 | 17 | 9.4% | |
| 172.72 | 17 | 9.4% | |
| 182.88 | 13 | 7.2% | |
| 187.96 | 12 | 6.7% | |
| 167.64 | 10 | 5.6% | |
| 162.56 | 9 | 5.0% | |
| 170.18 | 9 | 5.0% | |
| 160.02 | 9 | 5.0% | |
| 165.1 | 9 | 5.0% | |
| 185.42 | 8 | 4.4% | |
| 152.4 | 7 | 3.9% | |
| 157.48 | 5 | 2.8% | |
| 190.5 | 5 | 2.8% | |
| 193.04 | 3 | 1.7% | |
| 154.94 | 2 | 1.1% | |
| 149.86 | 1 | 0.6% | |
| 167.64 | 1 | 0.6% | |
| 203.2 | 1 | 0.6% | |
| 205.74 | 1 | 0.6% | |
| 200.66 | 1 | 0.6% | |
| (Missing) | 2 | 1.1% |
| Value | Count | Frequency (%) | |
| 149.86 | 1 | 0.6% | |
| 152.4 | 7 | 3.9% | |
| 154.94 | 2 | 1.1% | |
| 157.48 | 5 | 2.8% | |
| 160.02 | 9 | 5.0% | |
| 162.56 | 9 | 5.0% | |
| 165.1 | 9 | 5.0% | |
| 167.64 | 1 | 0.6% | |
| 167.64 | 10 | 5.6% | |
| 170.18 | 9 | 5.0% |
| Value | Count | Frequency (%) | |
| 205.74 | 1 | 0.6% | |
| 203.2 | 1 | 0.6% | |
| 200.66 | 1 | 0.6% | |
| 193.04 | 3 | 1.7% | |
| 190.5 | 5 | 2.8% | |
| 187.96 | 12 | 6.7% | |
| 185.42 | 8 | 4.4% | |
| 182.88 | 13 | 7.2% | |
| 180.34 | 20 | 11.1% | |
| 177.8 | 18 | 10.0% |
Weight-kg
Real number (ℝ≥0)
| Distinct count | 134 |
|---|---|
| Unique (%) | 74.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.85283333333331 |
|---|---|
| Minimum | 36.3 |
| Maximum | 187.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 36.3 |
|---|---|
| 5-th percentile | 65.21 |
| Q1 | 85.925 |
| median | 97.15 |
| Q3 | 113.4 |
| 95-th percentile | 148.3 |
| Maximum | 187.3 |
| Range | 151 |
| Interquartile range (IQR) | 27.475 |
Descriptive statistics
| Standard deviation | 25.42369014 |
|---|---|
| Coefficient of variation (CV) | 0.2520870193 |
| Kurtosis | 1.238955027 |
| Mean | 100.8528333 |
| Median Absolute Deviation (MAD) | 13.2 |
| Skewness | 0.7727097811 |
| Sum | 18153.51 |
| Variance | 646.3640204 |
| Value | Count | Frequency (%) | |
| 90.7 | 6 | 3.3% | |
| 108.9 | 6 | 3.3% | |
| 113.4 | 4 | 2.2% | |
| 106.6 | 3 | 1.7% | |
| 87 | 3 | 1.7% | |
| 77.1 | 3 | 1.7% | |
| 92.1 | 3 | 1.7% | |
| 86.2 | 3 | 1.7% | |
| 113.5 | 3 | 1.7% | |
| 89.8 | 3 | 1.7% | |
| 102 | 2 | 1.1% | |
| 117.9 | 2 | 1.1% | |
| 103 | 2 | 1.1% | |
| 83 | 2 | 1.1% | |
| 84 | 2 | 1.1% | |
| 86 | 2 | 1.1% | |
| 137.4 | 2 | 1.1% | |
| 128.8 | 2 | 1.1% | |
| 63.5 | 2 | 1.1% | |
| 68 | 2 | 1.1% | |
| 73 | 2 | 1.1% | |
| 89.4 | 2 | 1.1% | |
| 122.5 | 2 | 1.1% | |
| 106 | 2 | 1.1% | |
| 98.4 | 2 | 1.1% | |
| Other values (109) | 113 | 62.8% |
| Value | Count | Frequency (%) | |
| 36.3 | 1 | 0.6% | |
| 41 | 1 | 0.6% | |
| 58.1 | 1 | 0.6% | |
| 59.9 | 1 | 0.6% | |
| 60.3 | 1 | 0.6% | |
| 61.7 | 1 | 0.6% | |
| 63 | 1 | 0.6% | |
| 63.5 | 2 | 1.1% | |
| 65.3 | 1 | 0.6% | |
| 65.7 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 187.3 | 1 | 0.6% | |
| 181.4 | 1 | 0.6% | |
| 179 | 1 | 0.6% | |
| 170.6 | 1 | 0.6% | |
| 162 | 1 | 0.6% | |
| 158.8 | 1 | 0.6% | |
| 158.3 | 1 | 0.6% | |
| 158 | 1 | 0.6% | |
| 154 | 1 | 0.6% | |
| 148 | 1 | 0.6% |
BMI
Real number (ℝ≥0)
| Distinct count | 176 |
|---|---|
| Unique (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.145992591889254 |
|---|---|
| Minimum | 12.916692500051665 |
| Maximum | 70.8416634772297 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 12.9166925 |
|---|---|
| 5-th percentile | 23.11144279 |
| Q1 | 27.81202439 |
| median | 31.78809822 |
| Q3 | 37.25379094 |
| 95-th percentile | 48.72020113 |
| Maximum | 70.84166348 |
| Range | 57.92497098 |
| Interquartile range (IQR) | 9.441766543 |
Descriptive statistics
| Standard deviation | 8.267802826 |
|---|---|
| Coefficient of variation (CV) | 0.2494359704 |
| Kurtosis | 3.03035243 |
| Mean | 33.14599259 |
| Median Absolute Deviation (MAD) | 4.638085887 |
| Skewness | 1.254108932 |
| Sum | 5966.278667 |
| Variance | 68.35656357 |
| Value | Count | Frequency (%) | |
| 25.07229634 | 2 | 1.1% | |
| 35.45375711 | 2 | 1.1% | |
| 25.52078106 | 2 | 1.1% | |
| 25.84455861 | 2 | 1.1% | |
| 34.63202193 | 1 | 0.6% | |
| 26.55586062 | 1 | 0.6% | |
| 29.04132908 | 1 | 0.6% | |
| 36.49706564 | 1 | 0.6% | |
| 47.73365948 | 1 | 0.6% | |
| 23.50561307 | 1 | 0.6% | |
| 18.25628472 | 1 | 0.6% | |
| 42.60497275 | 1 | 0.6% | |
| 28.72734984 | 1 | 0.6% | |
| 33.48449466 | 1 | 0.6% | |
| 43.05755994 | 1 | 0.6% | |
| 26.86 | 1 | 0.6% | |
| 25.73247334 | 1 | 0.6% | |
| 27.80676858 | 1 | 0.6% | |
| 28.89353804 | 1 | 0.6% | |
| 29.95877637 | 1 | 0.6% | |
| 70.84166348 | 1 | 0.6% | |
| 33.75562307 | 1 | 0.6% | |
| 46.51747807 | 1 | 0.6% | |
| 32.46752056 | 1 | 0.6% | |
| 39.58630548 | 1 | 0.6% | |
| Other values (151) | 151 | 83.9% |
| Value | Count | Frequency (%) | |
| 12.9166925 | 1 | 0.6% | |
| 18.25628472 | 1 | 0.6% | |
| 18.54100118 | 1 | 0.6% | |
| 20.08677487 | 1 | 0.6% | |
| 21.16902382 | 1 | 0.6% | |
| 21.27 | 1 | 0.6% | |
| 21.66841068 | 1 | 0.6% | |
| 22.66728166 | 1 | 0.6% | |
| 23.09188292 | 1 | 0.6% | |
| 23.11247226 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 70.84166348 | 1 | 0.6% | |
| 63.69388313 | 1 | 0.6% | |
| 57.18653306 | 1 | 0.6% | |
| 56.00597139 | 1 | 0.6% | |
| 54.83192076 | 1 | 0.6% | |
| 52.74112628 | 1 | 0.6% | |
| 50.07458995 | 1 | 0.6% | |
| 49.89359091 | 1 | 0.6% | |
| 48.83074282 | 1 | 0.6% | |
| 48.71438314 | 1 | 0.6% |
sPESI (low risk = 0; 1 = 1 or greater)
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 133 | 73.9% | |
| 0 | 46 | 25.6% | |
| 2 | 1 | 0.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 133 | 73.9% | |
| 0 | 46 | 25.6% | |
| 2 | 1 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 180 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 133 | 73.9% | |
| 0 | 46 | 25.6% | |
| 2 | 1 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 180 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 133 | 73.9% | |
| 0 | 46 | 25.6% | |
| 2 | 1 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 180 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 133 | 73.9% | |
| 0 | 46 | 25.6% | |
| 2 | 1 | 0.6% |
PESI Class
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9833333333333334 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.274919211 |
|---|---|
| Coefficient of variation (CV) | 0.4273472215 |
| Kurtosis | -1.064427624 |
| Mean | 2.983333333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2441231601 |
| Sum | 537 |
| Variance | 1.625418994 |
| Value | Count | Frequency (%) | |
| 2 | 58 | 32.2% | |
| 3 | 42 | 23.3% | |
| 5 | 32 | 17.8% | |
| 4 | 29 | 16.1% | |
| 1 | 19 | 10.6% |
| Value | Count | Frequency (%) | |
| 1 | 19 | 10.6% | |
| 2 | 58 | 32.2% | |
| 3 | 42 | 23.3% | |
| 4 | 29 | 16.1% | |
| 5 | 32 | 17.8% |
| Value | Count | Frequency (%) | |
| 5 | 32 | 17.8% | |
| 4 | 29 | 16.1% | |
| 3 | 42 | 23.3% | |
| 2 | 58 | 32.2% | |
| 1 | 19 | 10.6% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 23 |
| 4 | 3 |
| Value | Count | Frequency (%) | |
| 2 | 115 | 63.9% | |
| 1 | 39 | 21.7% | |
| 3 | 23 | 12.8% | |
| 4 | 3 | 1.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 2 | 115 | 63.9% | |
| 1 | 39 | 21.7% | |
| 3 | 23 | 12.8% | |
| 4 | 3 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 180 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 2 | 115 | 63.9% | |
| 1 | 39 | 21.7% | |
| 3 | 23 | 12.8% | |
| 4 | 3 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 180 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 2 | 115 | 63.9% | |
| 1 | 39 | 21.7% | |
| 3 | 23 | 12.8% | |
| 4 | 3 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 180 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 2 | 115 | 63.9% | |
| 1 | 39 | 21.7% | |
| 3 | 23 | 12.8% | |
| 4 | 3 | 1.7% |
HR >= 110
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 100 | 55.6% | |
| 1 | 80 | 44.4% |
HR
Real number (ℝ≥0)
| Distinct count | 72 |
|---|---|
| Unique (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.87777777777778 |
|---|---|
| Minimum | 54 |
| Maximum | 157 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 54 |
|---|---|
| 5-th percentile | 72 |
| Q1 | 89 |
| median | 107 |
| Q3 | 118.5 |
| 95-th percentile | 136.1 |
| Maximum | 157 |
| Range | 103 |
| Interquartile range (IQR) | 29.5 |
Descriptive statistics
| Standard deviation | 20.33536028 |
|---|---|
| Coefficient of variation (CV) | 0.1938957967 |
| Kurtosis | -0.4288667672 |
| Mean | 104.8777778 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.002866276257 |
| Sum | 18878 |
| Variance | 413.5268777 |
| Value | Count | Frequency (%) | |
| 110 | 8 | 4.4% | |
| 84 | 6 | 3.3% | |
| 120 | 6 | 3.3% | |
| 96 | 6 | 3.3% | |
| 80 | 5 | 2.8% | |
| 108 | 5 | 2.8% | |
| 109 | 5 | 2.8% | |
| 114 | 5 | 2.8% | |
| 118 | 5 | 2.8% | |
| 86 | 4 | 2.2% | |
| 94 | 4 | 2.2% | |
| 106 | 4 | 2.2% | |
| 107 | 4 | 2.2% | |
| 111 | 4 | 2.2% | |
| 113 | 4 | 2.2% | |
| 130 | 4 | 2.2% | |
| 71 | 3 | 1.7% | |
| 132 | 3 | 1.7% | |
| 90 | 3 | 1.7% | |
| 93 | 3 | 1.7% | |
| 100 | 3 | 1.7% | |
| 102 | 3 | 1.7% | |
| 103 | 3 | 1.7% | |
| 104 | 3 | 1.7% | |
| 72 | 3 | 1.7% | |
| Other values (47) | 74 | 41.1% |
| Value | Count | Frequency (%) | |
| 54 | 1 | 0.6% | |
| 60 | 1 | 0.6% | |
| 63 | 1 | 0.6% | |
| 68 | 1 | 0.6% | |
| 70 | 1 | 0.6% | |
| 71 | 3 | 1.7% | |
| 72 | 3 | 1.7% | |
| 73 | 1 | 0.6% | |
| 74 | 2 | 1.1% | |
| 75 | 2 | 1.1% |
| Value | Count | Frequency (%) | |
| 157 | 1 | 0.6% | |
| 153 | 1 | 0.6% | |
| 152 | 1 | 0.6% | |
| 147 | 1 | 0.6% | |
| 143 | 1 | 0.6% | |
| 142 | 1 | 0.6% | |
| 139 | 1 | 0.6% | |
| 138 | 2 | 1.1% | |
| 136 | 1 | 0.6% | |
| 135 | 1 | 0.6% |
SBP <100
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 20 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 159 | 88.3% | |
| 1 | 20 | 11.1% | |
| (Missing) | 1 | 0.6% |
SBP
Real number (ℝ≥0)
| Distinct count | 77 |
|---|---|
| Unique (%) | 43.0% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.79329608938548 |
|---|---|
| Minimum | 56.0 |
| Maximum | 215.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 56 |
|---|---|
| 5-th percentile | 90.9 |
| Q1 | 116.5 |
| median | 132 |
| Q3 | 145 |
| 95-th percentile | 171 |
| Maximum | 215 |
| Range | 159 |
| Interquartile range (IQR) | 28.5 |
Descriptive statistics
| Standard deviation | 24.12297054 |
|---|---|
| Coefficient of variation (CV) | 0.1844358332 |
| Kurtosis | 0.7810877694 |
| Mean | 130.7932961 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.1393202817 |
| Sum | 23412 |
| Variance | 581.9177076 |
| Value | Count | Frequency (%) | |
| 132 | 10 | 5.6% | |
| 120 | 6 | 3.3% | |
| 123 | 5 | 2.8% | |
| 145 | 5 | 2.8% | |
| 108 | 5 | 2.8% | |
| 140 | 5 | 2.8% | |
| 141 | 5 | 2.8% | |
| 142 | 5 | 2.8% | |
| 155 | 5 | 2.8% | |
| 119 | 4 | 2.2% | |
| 118 | 4 | 2.2% | |
| 137 | 4 | 2.2% | |
| 135 | 4 | 2.2% | |
| 144 | 3 | 1.7% | |
| 148 | 3 | 1.7% | |
| 136 | 3 | 1.7% | |
| 101 | 3 | 1.7% | |
| 126 | 3 | 1.7% | |
| 130 | 3 | 1.7% | |
| 149 | 3 | 1.7% | |
| 177 | 3 | 1.7% | |
| 133 | 3 | 1.7% | |
| 147 | 3 | 1.7% | |
| 116 | 3 | 1.7% | |
| 117 | 2 | 1.1% | |
| Other values (52) | 77 | 42.8% |
| Value | Count | Frequency (%) | |
| 56 | 1 | 0.6% | |
| 76 | 1 | 0.6% | |
| 80 | 1 | 0.6% | |
| 85 | 1 | 0.6% | |
| 86 | 1 | 0.6% | |
| 87 | 1 | 0.6% | |
| 88 | 1 | 0.6% | |
| 89 | 1 | 0.6% | |
| 90 | 1 | 0.6% | |
| 91 | 2 | 1.1% |
| Value | Count | Frequency (%) | |
| 215 | 1 | 0.6% | |
| 198 | 1 | 0.6% | |
| 189 | 1 | 0.6% | |
| 183 | 1 | 0.6% | |
| 179 | 1 | 0.6% | |
| 177 | 3 | 1.7% | |
| 171 | 2 | 1.1% | |
| 170 | 1 | 0.6% | |
| 169 | 1 | 0.6% | |
| 168 | 1 | 0.6% |
RR >=30
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 173 | 96.1% | |
| 1 | 7 | 3.9% |
RR
Real number (ℝ≥0)
| Distinct count | 22 |
|---|---|
| Unique (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.45 |
|---|---|
| Minimum | 12 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 18 |
| median | 20 |
| Q3 | 22 |
| 95-th percentile | 28 |
| Maximum | 60 |
| Range | 48 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 5.079562511 |
|---|---|
| Coefficient of variation (CV) | 0.2483893649 |
| Kurtosis | 21.35070401 |
| Mean | 20.45 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.464445405 |
| Sum | 3681 |
| Variance | 25.80195531 |
| Value | Count | Frequency (%) | |
| 18 | 43 | 23.9% | |
| 20 | 40 | 22.2% | |
| 22 | 20 | 11.1% | |
| 16 | 14 | 7.8% | |
| 24 | 12 | 6.7% | |
| 17 | 10 | 5.6% | |
| 26 | 6 | 3.3% | |
| 19 | 5 | 2.8% | |
| 14 | 5 | 2.8% | |
| 25 | 5 | 2.8% | |
| 15 | 4 | 2.2% | |
| 28 | 3 | 1.7% | |
| 23 | 2 | 1.1% | |
| 36 | 2 | 1.1% | |
| 21 | 2 | 1.1% | |
| 60 | 1 | 0.6% | |
| 40 | 1 | 0.6% | |
| 27 | 1 | 0.6% | |
| 31 | 1 | 0.6% | |
| 32 | 1 | 0.6% | |
| 33 | 1 | 0.6% | |
| 12 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.6% | |
| 14 | 5 | 2.8% | |
| 15 | 4 | 2.2% | |
| 16 | 14 | 7.8% | |
| 17 | 10 | 5.6% | |
| 18 | 43 | 23.9% | |
| 19 | 5 | 2.8% | |
| 20 | 40 | 22.2% | |
| 21 | 2 | 1.1% | |
| 22 | 20 | 11.1% |
| Value | Count | Frequency (%) | |
| 60 | 1 | 0.6% | |
| 40 | 1 | 0.6% | |
| 36 | 2 | 1.1% | |
| 33 | 1 | 0.6% | |
| 32 | 1 | 0.6% | |
| 31 | 1 | 0.6% | |
| 28 | 3 | 1.7% | |
| 27 | 1 | 0.6% | |
| 26 | 6 | 3.3% | |
| 25 | 5 | 2.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 3 |
| Missing (%) | 1.7% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 170 | 94.4% | |
| 1 | 7 | 3.9% | |
| (Missing) | 3 | 1.7% |
| Distinct count | 37 |
|---|---|
| Unique (%) | 20.9% |
| Missing | 3 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.98531073446328 |
|---|---|
| Minimum | 92.3 |
| Maximum | 101.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 92.3 |
|---|---|
| 5-th percentile | 96.8 |
| Q1 | 97.5 |
| median | 98 |
| Q3 | 98.5 |
| 95-th percentile | 99.3 |
| Maximum | 101.3 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9861593544 |
|---|---|
| Coefficient of variation (CV) | 0.01006435911 |
| Kurtosis | 11.91390863 |
| Mean | 97.98531073 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -1.855059991 |
| Sum | 17343.4 |
| Variance | 0.9725102722 |
| Value | Count | Frequency (%) | |
| 98.1 | 14 | 7.8% | |
| 98.5 | 12 | 6.7% | |
| 97.5 | 11 | 6.1% | |
| 98 | 11 | 6.1% | |
| 98.4 | 10 | 5.6% | |
| 98.3 | 9 | 5.0% | |
| 97.7 | 9 | 5.0% | |
| 98.2 | 9 | 5.0% | |
| 97.8 | 9 | 5.0% | |
| 97.2 | 8 | 4.4% | |
| 97.6 | 7 | 3.9% | |
| 98.6 | 6 | 3.3% | |
| 97.9 | 6 | 3.3% | |
| 97.3 | 5 | 2.8% | |
| 97.4 | 5 | 2.8% | |
| 97 | 4 | 2.2% | |
| 97.1 | 4 | 2.2% | |
| 99.1 | 4 | 2.2% | |
| 96.8 | 3 | 1.7% | |
| 98.7 | 3 | 1.7% | |
| 98.9 | 3 | 1.7% | |
| 99.2 | 3 | 1.7% | |
| 96.4 | 3 | 1.7% | |
| 98.8 | 3 | 1.7% | |
| 99.3 | 2 | 1.1% | |
| Other values (12) | 14 | 7.8% | |
| (Missing) | 3 | 1.7% |
| Value | Count | Frequency (%) | |
| 92.3 | 2 | 1.1% | |
| 95.7 | 1 | 0.6% | |
| 96 | 1 | 0.6% | |
| 96.4 | 3 | 1.7% | |
| 96.8 | 3 | 1.7% | |
| 97 | 4 | 2.2% | |
| 97.1 | 4 | 2.2% | |
| 97.2 | 8 | 4.4% | |
| 97.3 | 5 | 2.8% | |
| 97.4 | 5 | 2.8% |
| Value | Count | Frequency (%) | |
| 101.3 | 1 | 0.6% | |
| 100.2 | 1 | 0.6% | |
| 100.1 | 1 | 0.6% | |
| 100 | 1 | 0.6% | |
| 99.8 | 1 | 0.6% | |
| 99.7 | 1 | 0.6% | |
| 99.6 | 1 | 0.6% | |
| 99.4 | 1 | 0.6% | |
| 99.3 | 2 | 1.1% | |
| 99.2 | 3 | 1.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 3 |
| Missing (%) | 1.7% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 135 | 75.0% | |
| 1 | 42 | 23.3% | |
| (Missing) | 3 | 1.7% |
| Distinct count | 25 |
|---|---|
| Unique (%) | 15.7% |
| Missing | 21 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.88050314465409 |
|---|---|
| Minimum | 60.0 |
| Maximum | 100.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 92 |
| median | 96 |
| Q3 | 98 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 40 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.059164813 |
|---|---|
| Coefficient of variation (CV) | 0.06454124775 |
| Kurtosis | 6.97550964 |
| Mean | 93.88050314 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -2.239797505 |
| Sum | 14927 |
| Variance | 36.71347823 |
| Value | Count | Frequency (%) | |
| 97 | 25 | 13.9% | |
| 98 | 21 | 11.7% | |
| 96 | 18 | 10.0% | |
| 94 | 15 | 8.3% | |
| 99 | 12 | 6.7% | |
| 95 | 11 | 6.1% | |
| 100 | 10 | 5.6% | |
| 90 | 6 | 3.3% | |
| 91 | 5 | 2.8% | |
| 89 | 5 | 2.8% | |
| 93 | 5 | 2.8% | |
| 92 | 4 | 2.2% | |
| 87 | 4 | 2.2% | |
| 88 | 3 | 1.7% | |
| 80 | 3 | 1.7% | |
| 86 | 2 | 1.1% | |
| 85 | 2 | 1.1% | |
| 75 | 1 | 0.6% | |
| 77 | 1 | 0.6% | |
| 60 | 1 | 0.6% | |
| 74 | 1 | 0.6% | |
| 84 | 1 | 0.6% | |
| 76 | 1 | 0.6% | |
| 82 | 1 | 0.6% | |
| 78 | 1 | 0.6% | |
| (Missing) | 21 | 11.7% |
| Value | Count | Frequency (%) | |
| 60 | 1 | 0.6% | |
| 74 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| 76 | 1 | 0.6% | |
| 77 | 1 | 0.6% | |
| 78 | 1 | 0.6% | |
| 80 | 3 | 1.7% | |
| 82 | 1 | 0.6% | |
| 84 | 1 | 0.6% | |
| 85 | 2 | 1.1% |
| Value | Count | Frequency (%) | |
| 100 | 10 | 5.6% | |
| 99 | 12 | 6.7% | |
| 98 | 21 | 11.7% | |
| 97 | 25 | 13.9% | |
| 96 | 18 | 10.0% | |
| 95 | 11 | 6.1% | |
| 94 | 15 | 8.3% | |
| 93 | 5 | 2.8% | |
| 92 | 4 | 2.2% | |
| 91 | 5 | 2.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 1 | 97 | 53.9% | |
| 0 | 82 | 45.6% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 175 | 97.2% | |
| 1 | 5 | 2.8% |
Syncope
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 142 | 78.9% | |
| 1 | 38 | 21.1% |
Active Smoker
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 20 |
| Value | Count | Frequency (%) | |
| 0 | 160 | 88.9% | |
| 1 | 20 | 11.1% |
Active Cancer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 23 |
| Value | Count | Frequency (%) | |
| 0 | 157 | 87.2% | |
| 1 | 23 | 12.8% |
History of Cancer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 165 | 91.7% | |
| 1 | 15 | 8.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 165 | 91.7% | |
| 1 | 15 | 8.3% |
Lung Disease
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| Value | Count | Frequency (%) | |
| 0 | 156 | 86.7% | |
| 1 | 24 | 13.3% |
Renal Disease
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 7 |
| Value | Count | Frequency (%) | |
| 0 | 173 | 96.1% | |
| 1 | 7 | 3.9% |
DM (Diabetes Mellitus)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 134 | 74.4% | |
| 1 | 46 | 25.6% |
History of bleeding
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 17 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 162 | 90.0% | |
| 1 | 17 | 9.4% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 127 | 70.6% | |
| 1 | 51 | 28.3% | |
| (Missing) | 2 | 1.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 11 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 167 | 92.8% | |
| 1 | 11 | 6.1% | |
| (Missing) | 2 | 1.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 27 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 151 | 83.9% | |
| 1 | 27 | 15.0% | |
| (Missing) | 2 | 1.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 23 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 156 | 86.7% | |
| 1 | 23 | 12.8% | |
| (Missing) | 1 | 0.6% |
Personal h/o VTE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 76.7% | |
| 1 | 41 | 22.8% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 154 | 85.6% | |
| 1 | 24 | 13.3% | |
| (Missing) | 2 | 1.1% |
Nursing Home Resident
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 177 | 98.3% | |
| 1 | 3 | 1.7% |
AMS (Altered Mental Status)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 13 |
| Value | Count | Frequency (%) | |
| 0 | 167 | 92.8% | |
| 1 | 13 | 7.2% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 21 |
| Missing (%) | 11.7% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | 22 |
| 3 | 7 |
| Value | Count | Frequency (%) | |
| 1 | 130 | 72.2% | |
| 0 | 22 | 12.2% | |
| 3 | 7 | 3.9% | |
| (Missing) | 21 | 11.7% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 181 | 33.5% | |
| . | 159 | 29.4% | |
| 1 | 130 | 24.1% | |
| n | 42 | 7.8% | |
| a | 21 | 3.9% | |
| 3 | 7 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 318 | 58.9% | |
| Other Punctuation | 159 | 29.4% | |
| Lowercase Letter | 63 | 11.7% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 181 | 56.9% | |
| 1 | 130 | 40.9% | |
| 3 | 7 | 2.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 159 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 42 | 66.7% | |
| a | 21 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 477 | 88.3% | |
| Latin | 63 | 11.7% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 181 | 37.9% | |
| . | 159 | 33.3% | |
| 1 | 130 | 27.3% | |
| 3 | 7 | 1.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 42 | 66.7% | |
| a | 21 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 540 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 181 | 33.5% | |
| . | 159 | 29.4% | |
| 1 | 130 | 24.1% | |
| n | 42 | 7.8% | |
| a | 21 | 3.9% | |
| 3 | 7 | 1.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 50 |
| Missing (%) | 27.8% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | 9 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 121 | 67.2% | |
| 0 | 9 | 5.0% | |
| (Missing) | 50 | 27.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 48 |
| Missing (%) | 26.7% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 70 | 38.9% | |
| 0 | 62 | 34.4% | |
| (Missing) | 48 | 26.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 9 |
| Missing (%) | 5.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 9 |
| Value | Count | Frequency (%) | |
| 0 | 95 | 52.8% | |
| 1 | 76 | 42.2% | |
| (Missing) | 9 | 5.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 22 |
| Missing (%) | 12.2% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 97 | 53.9% | |
| 0 | 61 | 33.9% | |
| (Missing) | 22 | 12.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 22 |
| Missing (%) | 12.2% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 83 | 46.1% | |
| 0 | 75 | 41.7% | |
| (Missing) | 22 | 12.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 22 |
| Missing (%) | 12.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 84 | 46.7% | |
| 1 | 74 | 41.1% | |
| (Missing) | 22 | 12.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 22 |
| Missing (%) | 12.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| (Missing) | 22 |
| Value | Count | Frequency (%) | |
| 0 | 153 | 85.0% | |
| 1 | 5 | 2.8% | |
| (Missing) | 22 | 12.2% |
| Distinct count | 180 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.141077118924066 |
|---|---|
| Minimum | 0.5200845665961944 |
| Maximum | 2.0104895104895104 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.5200845666 |
|---|---|
| 5-th percentile | 0.7320840973 |
| Q1 | 0.9434788512 |
| median | 1.109166059 |
| Q3 | 1.330620004 |
| 95-th percentile | 1.680492754 |
| Maximum | 2.01048951 |
| Range | 1.490404944 |
| Interquartile range (IQR) | 0.387141153 |
Descriptive statistics
| Standard deviation | 0.2789911566 |
|---|---|
| Coefficient of variation (CV) | 0.2444980729 |
| Kurtosis | -0.03845766324 |
| Mean | 1.141077119 |
| Median Absolute Deviation (MAD) | 0.1851742722 |
| Skewness | 0.4764382374 |
| Sum | 205.3938814 |
| Variance | 0.07783606546 |
| Value | Count | Frequency (%) | |
| 1.389355742 | 1 | 0.6% | |
| 1.708092486 | 1 | 0.6% | |
| 1.50764526 | 1 | 0.6% | |
| 1.047916667 | 1 | 0.6% | |
| 1.086419753 | 1 | 0.6% | |
| 1.219339623 | 1 | 0.6% | |
| 1.401960784 | 1 | 0.6% | |
| 1.795389049 | 1 | 0.6% | |
| 1.37037037 | 1 | 0.6% | |
| 1.135391924 | 1 | 0.6% | |
| 0.8949579832 | 1 | 0.6% | |
| 0.9825327511 | 1 | 0.6% | |
| 1.353760446 | 1 | 0.6% | |
| 1.152272727 | 1 | 0.6% | |
| 0.952688172 | 1 | 0.6% | |
| 0.9055793991 | 1 | 0.6% | |
| 1.016806723 | 1 | 0.6% | |
| 0.9482758621 | 1 | 0.6% | |
| 1.05046729 | 1 | 0.6% | |
| 1.545691906 | 1 | 0.6% | |
| 1.329145729 | 1 | 0.6% | |
| 1.018306636 | 1 | 0.6% | |
| 0.9782082324 | 1 | 0.6% | |
| 0.9814814815 | 1 | 0.6% | |
| 1.689855072 | 1 | 0.6% | |
| Other values (155) | 155 | 86.1% |
| Value | Count | Frequency (%) | |
| 0.5200845666 | 1 | 0.6% | |
| 0.6357142857 | 1 | 0.6% | |
| 0.6412556054 | 1 | 0.6% | |
| 0.665961945 | 1 | 0.6% | |
| 0.6967032967 | 1 | 0.6% | |
| 0.6988235294 | 1 | 0.6% | |
| 0.715648855 | 1 | 0.6% | |
| 0.7158836689 | 1 | 0.6% | |
| 0.726744186 | 1 | 0.6% | |
| 0.7323651452 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 2.01048951 | 1 | 0.6% | |
| 1.832844575 | 1 | 0.6% | |
| 1.795389049 | 1 | 0.6% | |
| 1.756756757 | 1 | 0.6% | |
| 1.754929577 | 1 | 0.6% | |
| 1.708092486 | 1 | 0.6% | |
| 1.691256831 | 1 | 0.6% | |
| 1.69005848 | 1 | 0.6% | |
| 1.689855072 | 1 | 0.6% | |
| 1.68 | 1 | 0.6% |
RV/LV Ratio .85 to .90
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 172 | 95.6% | |
| 1 | 8 | 4.4% |
RV/LV Ratio .91-.94
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 12 |
| Value | Count | Frequency (%) | |
| 0 | 168 | 93.3% | |
| 1 | 12 | 6.7% |
RV/LV Ratio .95 or greater
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 134 | 74.4% | |
| 0 | 46 | 25.6% |
PA/Aorta Ratio
Real number (ℝ≥0)
| Distinct count | 179 |
|---|---|
| Unique (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9438316023383885 |
|---|---|
| Minimum | 0.5901639344262296 |
| Maximum | 1.5396825396825395 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.5901639344 |
|---|---|
| 5-th percentile | 0.7301297485 |
| Q1 | 0.8348382077 |
| median | 0.9346326837 |
| Q3 | 1.042584182 |
| 95-th percentile | 1.215477454 |
| Maximum | 1.53968254 |
| Range | 0.9495186053 |
| Interquartile range (IQR) | 0.2077459744 |
Descriptive statistics
| Standard deviation | 0.1498754209 |
|---|---|
| Coefficient of variation (CV) | 0.1587946627 |
| Kurtosis | 0.767179756 |
| Mean | 0.9438316023 |
| Median Absolute Deviation (MAD) | 0.1036095315 |
| Skewness | 0.5170654641 |
| Sum | 169.8896884 |
| Variance | 0.02246264179 |
| Value | Count | Frequency (%) | |
| 0.8307210031 | 2 | 1.1% | |
| 0.9583333333 | 1 | 0.6% | |
| 0.8843537415 | 1 | 0.6% | |
| 0.7564935065 | 1 | 0.6% | |
| 1.160493827 | 1 | 0.6% | |
| 0.7552447552 | 1 | 0.6% | |
| 0.9487179487 | 1 | 0.6% | |
| 0.910543131 | 1 | 0.6% | |
| 0.9173333333 | 1 | 0.6% | |
| 1.200772201 | 1 | 0.6% | |
| 0.8918128655 | 1 | 0.6% | |
| 0.7479674797 | 1 | 0.6% | |
| 1.129973475 | 1 | 0.6% | |
| 1.217241379 | 1 | 0.6% | |
| 1.215384615 | 1 | 0.6% | |
| 0.8841463415 | 1 | 0.6% | |
| 0.8700564972 | 1 | 0.6% | |
| 1.043352601 | 1 | 0.6% | |
| 1.120915033 | 1 | 0.6% | |
| 1.242307692 | 1 | 0.6% | |
| 0.9285714286 | 1 | 0.6% | |
| 0.9616613419 | 1 | 0.6% | |
| 1.084375 | 1 | 0.6% | |
| 1.204433498 | 1 | 0.6% | |
| 1.058631922 | 1 | 0.6% | |
| Other values (154) | 154 | 85.6% |
| Value | Count | Frequency (%) | |
| 0.5901639344 | 1 | 0.6% | |
| 0.6363636364 | 1 | 0.6% | |
| 0.6532663317 | 1 | 0.6% | |
| 0.6666666667 | 1 | 0.6% | |
| 0.676744186 | 1 | 0.6% | |
| 0.7076502732 | 1 | 0.6% | |
| 0.7122507123 | 1 | 0.6% | |
| 0.7223974763 | 1 | 0.6% | |
| 0.7261904762 | 1 | 0.6% | |
| 0.7303370787 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.53968254 | 1 | 0.6% | |
| 1.363344051 | 1 | 0.6% | |
| 1.273722628 | 1 | 0.6% | |
| 1.258181818 | 1 | 0.6% | |
| 1.25203252 | 1 | 0.6% | |
| 1.242307692 | 1 | 0.6% | |
| 1.229773463 | 1 | 0.6% | |
| 1.22923588 | 1 | 0.6% | |
| 1.217241379 | 1 | 0.6% | |
| 1.215384615 | 1 | 0.6% |
IVC Reflux Grade
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5833333333333335 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.413719686 |
|---|---|
| Coefficient of variation (CV) | 0.5472463303 |
| Kurtosis | -0.6400964122 |
| Mean | 2.583333333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.5902529516 |
| Sum | 465 |
| Variance | 1.998603352 |
| Value | Count | Frequency (%) | |
| 1 | 51 | 28.3% | |
| 2 | 48 | 26.7% | |
| 3 | 32 | 17.8% | |
| 4 | 28 | 15.6% | |
| 5 | 16 | 8.9% | |
| 6 | 5 | 2.8% |
| Value | Count | Frequency (%) | |
| 1 | 51 | 28.3% | |
| 2 | 48 | 26.7% | |
| 3 | 32 | 17.8% | |
| 4 | 28 | 15.6% | |
| 5 | 16 | 8.9% | |
| 6 | 5 | 2.8% |
| Value | Count | Frequency (%) | |
| 6 | 5 | 2.8% | |
| 5 | 16 | 8.9% | |
| 4 | 28 | 15.6% | |
| 3 | 32 | 17.8% | |
| 2 | 48 | 26.7% | |
| 1 | 51 | 28.3% |
Septal Flattening
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 114 | 63.3% | |
| 0 | 66 | 36.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 7 |
| Missing (%) | 3.9% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 7 |
| Value | Count | Frequency (%) | |
| 0 | 141 | 78.3% | |
| 1 | 32 | 17.8% | |
| (Missing) | 7 | 3.9% |
| Distinct count | 15 |
|---|---|
| Unique (%) | 46.9% |
| Missing | 148 |
| Missing (%) | 82.2% |
| Memory size | 1.5 KiB |
| RBBB | |
|---|---|
| 1st degree AV block | |
| PEA arrest | |
| Afib | |
| PVC's | 2 |
| Other values (10) |
| Value | Count | Frequency (%) | |
| RBBB | 9 | 5.0% | |
| 1st degree AV block | 4 | 2.2% | |
| PEA arrest | 3 | 1.7% | |
| Afib | 3 | 1.7% | |
| PVC's | 2 | 1.1% | |
| Aflutter RVR | 2 | 1.1% | |
| ST depression in inferior leads | 1 | 0.6% | |
| Afib RVR | 1 | 0.6% | |
| S1 Q3 T3 | 1 | 0.6% | |
| sinus arrhythmia | 1 | 0.6% | |
| bradyarrhythmia/prolonged pause | 1 | 0.6% | |
| A.Fib RVR/PEA arrest | 1 | 0.6% | |
| Mobitz Type 2 AV Block | 1 | 0.6% | |
| S1Q3T3 | 1 | 0.6% | |
| Vfib-asystole arrest | 1 | 0.6% | |
| (Missing) | 148 | 82.2% |
Length
| Max length | 31 |
|---|---|
| Median length | 3 |
| Mean length | 4.422222222 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 301 | 37.8% | |
| a | 161 | 20.2% | |
| 35 | 4.4% | ||
| B | 28 | 3.5% | |
| e | 27 | 3.4% | |
| r | 25 | 3.1% | |
| s | 19 | 2.4% | |
| t | 17 | 2.1% | |
| R | 17 | 2.1% | |
| A | 16 | 2.0% | |
| i | 14 | 1.8% | |
| V | 12 | 1.5% | |
| b | 12 | 1.5% | |
| o | 11 | 1.4% | |
| l | 10 | 1.3% | |
| d | 8 | 1.0% | |
| f | 8 | 1.0% | |
| P | 6 | 0.8% | |
| 1 | 6 | 0.8% | |
| y | 5 | 0.6% | |
| g | 5 | 0.6% | |
| c | 5 | 0.6% | |
| k | 5 | 0.6% | |
| E | 4 | 0.5% | |
| h | 4 | 0.5% | |
| Other values (16) | 35 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 648 | 81.4% | |
| Uppercase Letter | 96 | 12.1% | |
| Space Separator | 35 | 4.4% | |
| Decimal Number | 11 | 1.4% | |
| Other Punctuation | 5 | 0.6% | |
| Dash Punctuation | 1 | 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| B | 28 | 29.2% | |
| R | 17 | 17.7% | |
| A | 16 | 16.7% | |
| V | 12 | 12.5% | |
| P | 6 | 6.2% | |
| E | 4 | 4.2% | |
| T | 4 | 4.2% | |
| S | 3 | 3.1% | |
| C | 2 | 2.1% | |
| Q | 2 | 2.1% | |
| M | 1 | 1.0% | |
| F | 1 | 1.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ' | 2 | 40.0% | |
| / | 2 | 40.0% | |
| . | 1 | 20.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 301 | 46.5% | |
| a | 161 | 24.8% | |
| e | 27 | 4.2% | |
| r | 25 | 3.9% | |
| s | 19 | 2.9% | |
| t | 17 | 2.6% | |
| i | 14 | 2.2% | |
| b | 12 | 1.9% | |
| o | 11 | 1.7% | |
| l | 10 | 1.5% | |
| d | 8 | 1.2% | |
| f | 8 | 1.2% | |
| y | 5 | 0.8% | |
| g | 5 | 0.8% | |
| c | 5 | 0.8% | |
| k | 5 | 0.8% | |
| h | 4 | 0.6% | |
| p | 4 | 0.6% | |
| u | 4 | 0.6% | |
| m | 2 | 0.3% | |
| z | 1 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 35 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 6 | 54.5% | |
| 3 | 4 | 36.4% | |
| 2 | 1 | 9.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 1 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 744 | 93.5% | |
| Common | 52 | 6.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 301 | 40.5% | |
| a | 161 | 21.6% | |
| B | 28 | 3.8% | |
| e | 27 | 3.6% | |
| r | 25 | 3.4% | |
| s | 19 | 2.6% | |
| t | 17 | 2.3% | |
| R | 17 | 2.3% | |
| A | 16 | 2.2% | |
| i | 14 | 1.9% | |
| V | 12 | 1.6% | |
| b | 12 | 1.6% | |
| o | 11 | 1.5% | |
| l | 10 | 1.3% | |
| d | 8 | 1.1% | |
| f | 8 | 1.1% | |
| P | 6 | 0.8% | |
| y | 5 | 0.7% | |
| g | 5 | 0.7% | |
| c | 5 | 0.7% | |
| k | 5 | 0.7% | |
| E | 4 | 0.5% | |
| h | 4 | 0.5% | |
| p | 4 | 0.5% | |
| u | 4 | 0.5% | |
| Other values (8) | 16 | 2.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 35 | 67.3% | ||
| 1 | 6 | 11.5% | |
| 3 | 4 | 7.7% | |
| ' | 2 | 3.8% | |
| / | 2 | 3.8% | |
| - | 1 | 1.9% | |
| 2 | 1 | 1.9% | |
| . | 1 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 796 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 301 | 37.8% | |
| a | 161 | 20.2% | |
| 35 | 4.4% | ||
| B | 28 | 3.5% | |
| e | 27 | 3.4% | |
| r | 25 | 3.1% | |
| s | 19 | 2.4% | |
| t | 17 | 2.1% | |
| R | 17 | 2.1% | |
| A | 16 | 2.0% | |
| i | 14 | 1.8% | |
| V | 12 | 1.5% | |
| b | 12 | 1.5% | |
| o | 11 | 1.4% | |
| l | 10 | 1.3% | |
| d | 8 | 1.0% | |
| f | 8 | 1.0% | |
| P | 6 | 0.8% | |
| 1 | 6 | 0.8% | |
| y | 5 | 0.6% | |
| g | 5 | 0.6% | |
| c | 5 | 0.6% | |
| k | 5 | 0.6% | |
| E | 4 | 0.5% | |
| h | 4 | 0.5% | |
| Other values (16) | 35 | 4.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 2 |
| Missing (%) | 1.1% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 1 | 122 | 67.8% | |
| 0 | 56 | 31.1% | |
| (Missing) | 2 | 1.1% |
Shock (SBP <90)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 11 |
| Value | Count | Frequency (%) | |
| 0 | 169 | 93.9% | |
| 1 | 11 | 6.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 2.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 11 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 165 | 91.7% | |
| 1 | 11 | 6.1% | |
| (Missing) | 4 | 2.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 2.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 16 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 160 | 88.9% | |
| 1 | 16 | 8.9% | |
| (Missing) | 4 | 2.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 2.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 171 | 95.0% | |
| 1 | 5 | 2.8% | |
| (Missing) | 4 | 2.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 2.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 16 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 160 | 88.9% | |
| 1 | 16 | 8.9% | |
| (Missing) | 4 | 2.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 3 |
| Missing (%) | 1.7% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 26 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 151 | 83.9% | |
| 1 | 26 | 14.4% | |
| (Missing) | 3 | 1.7% |
EKOS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 122 | 67.8% | |
| 1 | 57 | 31.7% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 98 |
| Missing (%) | 54.4% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 45 | 25.0% | |
| 1 | 37 | 20.6% | |
| (Missing) | 98 | 54.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 98 |
| Missing (%) | 54.4% |
| Memory size | 1.5 KiB |
| 1 | |
|---|---|
| 0 | 13 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 69 | 38.3% | |
| 0 | 13 | 7.2% | |
| (Missing) | 98 | 54.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 4 |
| Missing (%) | 2.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 18 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 158 | 87.8% | |
| 1 | 18 | 10.0% | |
| (Missing) | 4 | 2.2% |
Patient Status at 30 days
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Alive | |
|---|---|
| ? | 26 |
| Deceased | 9 |
| Value | Count | Frequency (%) | |
| Alive | 145 | 80.6% | |
| ? | 26 | 14.4% | |
| Deceased | 9 | 5.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.572222222 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 172 | 20.9% | |
| A | 145 | 17.6% | |
| l | 145 | 17.6% | |
| i | 145 | 17.6% | |
| v | 145 | 17.6% | |
| ? | 26 | 3.2% | |
| D | 9 | 1.1% | |
| c | 9 | 1.1% | |
| a | 9 | 1.1% | |
| s | 9 | 1.1% | |
| d | 9 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 643 | 78.1% | |
| Uppercase Letter | 154 | 18.7% | |
| Other Punctuation | 26 | 3.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 145 | 94.2% | |
| D | 9 | 5.8% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 172 | 26.7% | |
| l | 145 | 22.6% | |
| i | 145 | 22.6% | |
| v | 145 | 22.6% | |
| c | 9 | 1.4% | |
| a | 9 | 1.4% | |
| s | 9 | 1.4% | |
| d | 9 | 1.4% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 26 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 797 | 96.8% | |
| Common | 26 | 3.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 172 | 21.6% | |
| A | 145 | 18.2% | |
| l | 145 | 18.2% | |
| i | 145 | 18.2% | |
| v | 145 | 18.2% | |
| D | 9 | 1.1% | |
| c | 9 | 1.1% | |
| a | 9 | 1.1% | |
| s | 9 | 1.1% | |
| d | 9 | 1.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 26 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 823 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 172 | 20.9% | |
| A | 145 | 17.6% | |
| l | 145 | 17.6% | |
| i | 145 | 17.6% | |
| v | 145 | 17.6% | |
| ? | 26 | 3.2% | |
| D | 9 | 1.1% | |
| c | 9 | 1.1% | |
| a | 9 | 1.1% | |
| s | 9 | 1.1% | |
| d | 9 | 1.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 14 |
| Missing (%) | 7.8% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 26 |
| (Missing) | 14 |
| Value | Count | Frequency (%) | |
| 0 | 140 | 77.8% | |
| 1 | 26 | 14.4% | |
| (Missing) | 14 | 7.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 13 |
| Missing (%) | 7.2% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 13 |
| Value | Count | Frequency (%) | |
| 0 | 113 | 62.8% | |
| 1 | 54 | 30.0% | |
| (Missing) | 13 | 7.2% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 5 |
| Missing (%) | 2.8% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 175 | 97.2% | |
| (Missing) | 5 | 2.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 3 |
| Missing (%) | 1.7% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) | 3 |
| Value | Count | Frequency (%) | |
| 0 | 176 | 97.8% | |
| 1 | 1 | 0.6% | |
| (Missing) | 3 | 1.7% |
Etiology of Clot
Categorical
| Distinct count | 21 |
|---|---|
| Unique (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| unprovoked | |
|---|---|
| malignancy | |
| personal history | |
| immobility | |
| surgery | |
| Other values (16) |
| Value | Count | Frequency (%) | |
| unprovoked | 51 | 28.3% | |
| malignancy | 24 | 13.3% | |
| personal history | 22 | 12.2% | |
| immobility | 20 | 11.1% | |
| surgery | 14 | 7.8% | |
| unprovoked | 13 | 7.2% | |
| oral contraception | 7 | 3.9% | |
| immobility- car travel | 6 | 3.3% | |
| trauma | 5 | 2.8% | |
| immobility- air travel | 2 | 1.1% | |
| recent hospitalization | 2 | 1.1% | |
| hormone replacement therapy | 2 | 1.1% | |
| infection | 2 | 1.1% | |
| immobility, recent shingles | 2 | 1.1% | |
| use of testosterone | 2 | 1.1% | |
| surgery, hormone replacement | 1 | 0.6% | |
| recent surgery | 1 | 0.6% | |
| immobility | 1 | 0.6% | |
| compression IVC | 1 | 0.6% | |
| immobililty- air travel | 1 | 0.6% | |
| uprovoked | 1 | 0.6% |
Length
| Max length | 28 |
|---|---|
| Median length | 10 |
| Mean length | 12.13333333 |
| Min length | 6 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 247 | 11.3% | |
| r | 194 | 8.9% | |
| n | 170 | 7.8% | |
| i | 165 | 7.6% | |
| e | 156 | 7.1% | |
| a | 121 | 5.5% | |
| t | 104 | 4.8% | |
| l | 102 | 4.7% | |
| p | 102 | 4.7% | |
| m | 100 | 4.6% | |
| y | 96 | 4.4% | |
| u | 88 | 4.0% | |
| 80 | 3.7% | ||
| s | 74 | 3.4% | |
| v | 74 | 3.4% | |
| k | 65 | 3.0% | |
| d | 65 | 3.0% | |
| c | 55 | 2.5% | |
| g | 42 | 1.9% | |
| b | 32 | 1.5% | |
| h | 31 | 1.4% | |
| - | 9 | 0.4% | |
| f | 4 | 0.2% | |
| , | 3 | 0.1% | |
| z | 2 | 0.1% | |
| Other values (3) | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 2089 | 95.7% | |
| Space Separator | 80 | 3.7% | |
| Dash Punctuation | 9 | 0.4% | |
| Other Punctuation | 3 | 0.1% | |
| Uppercase Letter | 3 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 247 | 11.8% | |
| r | 194 | 9.3% | |
| n | 170 | 8.1% | |
| i | 165 | 7.9% | |
| e | 156 | 7.5% | |
| a | 121 | 5.8% | |
| t | 104 | 5.0% | |
| l | 102 | 4.9% | |
| p | 102 | 4.9% | |
| m | 100 | 4.8% | |
| y | 96 | 4.6% | |
| u | 88 | 4.2% | |
| s | 74 | 3.5% | |
| v | 74 | 3.5% | |
| k | 65 | 3.1% | |
| d | 65 | 3.1% | |
| c | 55 | 2.6% | |
| g | 42 | 2.0% | |
| b | 32 | 1.5% | |
| h | 31 | 1.5% | |
| f | 4 | 0.2% | |
| z | 2 | 0.1% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 9 | 100.0% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 80 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 3 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| I | 1 | 33.3% | |
| V | 1 | 33.3% | |
| C | 1 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 2092 | 95.8% | |
| Common | 92 | 4.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 247 | 11.8% | |
| r | 194 | 9.3% | |
| n | 170 | 8.1% | |
| i | 165 | 7.9% | |
| e | 156 | 7.5% | |
| a | 121 | 5.8% | |
| t | 104 | 5.0% | |
| l | 102 | 4.9% | |
| p | 102 | 4.9% | |
| m | 100 | 4.8% | |
| y | 96 | 4.6% | |
| u | 88 | 4.2% | |
| s | 74 | 3.5% | |
| v | 74 | 3.5% | |
| k | 65 | 3.1% | |
| d | 65 | 3.1% | |
| c | 55 | 2.6% | |
| g | 42 | 2.0% | |
| b | 32 | 1.5% | |
| h | 31 | 1.5% | |
| f | 4 | 0.2% | |
| z | 2 | 0.1% | |
| I | 1 | < 0.1% | |
| V | 1 | < 0.1% | |
| C | 1 | < 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 80 | 87.0% | ||
| - | 9 | 9.8% | |
| , | 3 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 2184 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 247 | 11.3% | |
| r | 194 | 8.9% | |
| n | 170 | 7.8% | |
| i | 165 | 7.6% | |
| e | 156 | 7.1% | |
| a | 121 | 5.5% | |
| t | 104 | 4.8% | |
| l | 102 | 4.7% | |
| p | 102 | 4.7% | |
| m | 100 | 4.6% | |
| y | 96 | 4.4% | |
| u | 88 | 4.0% | |
| 80 | 3.7% | ||
| s | 74 | 3.4% | |
| v | 74 | 3.4% | |
| k | 65 | 3.0% | |
| d | 65 | 3.0% | |
| c | 55 | 2.5% | |
| g | 42 | 1.9% | |
| b | 32 | 1.5% | |
| h | 31 | 1.4% | |
| - | 9 | 0.4% | |
| f | 4 | 0.2% | |
| , | 3 | 0.1% | |
| z | 2 | 0.1% | |
| Other values (3) | 3 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Indentificaton | Age | Gender | Race | Length of Stay (LOS) | Hight-cm | Weight-kg | BMI | sPESI (low risk = 0; 1 = 1 or greater) | PESI Class | PE Severity 1=low risk; 2=intermediate; 3=massive; 4= indeterminate | HR >= 110 | HR | SBP <100 | SBP | RR >=30 | RR | Temp <96.8 F | Temp (F) | O2 <90% RA | O2 Sat RA | Required Supplemental O2 | NRB (non-rebreather mask required) | Syncope | Active Smoker | Active Cancer | History of Cancer | CHF (Congestive Heart Failure) | Lung Disease | Renal Disease | DM (Diabetes Mellitus) | History of bleeding | Immobilization | Recent Trauma | Recent Surgery | Recent Hospital (w/in 30 days) | Personal h/o VTE | FH of VTE | Nursing Home Resident | AMS (Altered Mental Status) | Acute DVT (deep venous thrombosis) , 3= chronic DVT | Proximal Component to the DVT | Elevated BNP | Elevated Troponin | RV Dilation | RV Hypokinesis/Dysfunction | Both Dilation and Dysfunction | Technically Suboptimal | RVSP (mmHg) | RV/LV Ratio | RV/LV Ratio .85 to .90 | RV/LV Ratio .91-.94 | RV/LV Ratio .95 or greater | PA/Aorta Ratio | IVC Reflux Grade | Septal Flattening | Clot Present in MPA (Main Pulmonary Artery) | Arrhythmia | Type of Arrhythmia | ICU Stay | Shock (SBP <90) | ACLS | Pressors | Inotropes | Intubation | tpA | EKOS | < 6 hours from CTA read to administration of tpa or EKOS | <24 hours from CTA read to administration of tpA or EKOS | IP Bleeding | Type of bleed | Transfusion | IVCF (Inferior Vena Cava Filter) | Patient Status at 30 days | Readmitted to IP <30 days | Discharged with O2 | Required Narcotics at discharge | Pregnant | Platelet <70k | Etiology of Clot | adverseEvent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 72 | M | W | 3 | 175.26 | 83.5 | 27.184469 | 0 | 2 | 1 | 0 | 72 | 0.0 | 151.0 | 0 | 18 | 0.0 | 98.5 | 0.0 | 99.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 1.351931 | 0 | 0 | 1 | 0.960245 | 4 | 1 | NaN | 1.0 | PVC's | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 1.0 | 0.0 | 0.0 | trauma | 0 |
| 1 | 2 | 74 | F | W | 3 | 170.18 | 76.3 | 26.345564 | 1 | 3 | 2 | 1 | 102 | 0.0 | 127.0 | 0 | 23 | 0.0 | 97.3 | 0.0 | 94.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | NaN | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 28.6 | 2.010490 | 0 | 0 | 1 | 0.982507 | 2 | 1 | NaN | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | surgery | 0 |
| 2 | 3 | 57 | F | B | 3 | 152.40 | 97.1 | 41.807028 | 1 | 2 | 1 | 1 | 109 | 0.0 | 118.0 | 0 | 18 | 0.0 | 99.4 | 0.0 | 96.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 3.0 | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 1.237852 | 0 | 0 | 1 | 0.748428 | 1 | 1 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | trauma | 0 |
| 3 | 4 | 64 | M | W | 3 | 175.26 | 72.2 | 23.505613 | 0 | 2 | 2 | 0 | 92 | 0.0 | 170.0 | 0 | 16 | 0.0 | 97.5 | 0.0 | 100.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 49.6 | 1.689855 | 0 | 0 | 1 | 0.909657 | 4 | 0 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | immobility- car travel | 0 |
| 4 | 5 | 68 | M | B | 8 | 152.40 | 80.3 | 34.573680 | 1 | 5 | 2 | 1 | 130 | 1.0 | 93.0 | 0 | 28 | 0.0 | 98.7 | 1.0 | 75.0 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0 | 1 | 1.0 | 1.0 | NaN | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 41 | 1.049896 | 0 | 0 | 1 | 0.873156 | 2 | 0 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | h/o | Alive | 0 | 1.0 | 1.0 | 0.0 | 0.0 | personal history | 1 |
| 5 | 6 | 36 | M | B | 2 | 185.42 | 140.7 | 40.924270 | 0 | 1 | 1 | 0 | 72 | 0.0 | 132.0 | 0 | 20 | 0.0 | 98.0 | 0.0 | 97.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 21.5 | 1.174242 | 0 | 0 | 1 | 0.973422 | 1 | 0 | NaN | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | trauma | 0 |
| 6 | 7 | 37 | M | W | 2 | 205.74 | 98.8 | 23.341001 | 0 | 1 | 2 | 0 | 94 | 0.0 | 154.0 | 0 | 24 | 0.0 | 97.2 | 0.0 | 92.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 26 | 1.044444 | 0 | 0 | 1 | 1.539683 | 3 | 1 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | NaN | 0 | 0 | ? | ? | 0.0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 7 | 8 | 49 | M | B | 5 | 190.50 | 102.9 | 28.354723 | 1 | 5 | 3 | 0 | 84 | NaN | NaN | 0 | 20 | NaN | NaN | 1.0 | NaN | 1.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 0 | 1 | 1.0 | 0.0 | NaN | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | not documented | 1.278689 | 0 | 0 | 1 | 0.891813 | 4 | 0 | NaN | 1.0 | PEA arrest | 1.0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | immobility- car travel | 1 |
| 8 | 9 | 76 | M | W | 4 | 180.34 | 85.1 | 26.166488 | 1 | 3 | 2 | 0 | 105 | 0.0 | 115.0 | 0 | 17 | 0.0 | 98.1 | 0.0 | 99.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | not documented | 1.215569 | 0 | 0 | 1 | 0.886427 | 3 | 1 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | NaN | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 9 | 10 | 69 | M | W | 4 | 185.42 | 86.2 | 25.072296 | 1 | 4 | 2 | 0 | 63 | 0.0 | 132.0 | 0 | 18 | 0.0 | 97.2 | 0.0 | 100.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 61 | 0.757246 | 0 | 0 | 0 | 0.750000 | 2 | 0 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | UGIB | 1 | 1 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
Last rows
| Indentificaton | Age | Gender | Race | Length of Stay (LOS) | Hight-cm | Weight-kg | BMI | sPESI (low risk = 0; 1 = 1 or greater) | PESI Class | PE Severity 1=low risk; 2=intermediate; 3=massive; 4= indeterminate | HR >= 110 | HR | SBP <100 | SBP | RR >=30 | RR | Temp <96.8 F | Temp (F) | O2 <90% RA | O2 Sat RA | Required Supplemental O2 | NRB (non-rebreather mask required) | Syncope | Active Smoker | Active Cancer | History of Cancer | CHF (Congestive Heart Failure) | Lung Disease | Renal Disease | DM (Diabetes Mellitus) | History of bleeding | Immobilization | Recent Trauma | Recent Surgery | Recent Hospital (w/in 30 days) | Personal h/o VTE | FH of VTE | Nursing Home Resident | AMS (Altered Mental Status) | Acute DVT (deep venous thrombosis) , 3= chronic DVT | Proximal Component to the DVT | Elevated BNP | Elevated Troponin | RV Dilation | RV Hypokinesis/Dysfunction | Both Dilation and Dysfunction | Technically Suboptimal | RVSP (mmHg) | RV/LV Ratio | RV/LV Ratio .85 to .90 | RV/LV Ratio .91-.94 | RV/LV Ratio .95 or greater | PA/Aorta Ratio | IVC Reflux Grade | Septal Flattening | Clot Present in MPA (Main Pulmonary Artery) | Arrhythmia | Type of Arrhythmia | ICU Stay | Shock (SBP <90) | ACLS | Pressors | Inotropes | Intubation | tpA | EKOS | < 6 hours from CTA read to administration of tpa or EKOS | <24 hours from CTA read to administration of tpA or EKOS | IP Bleeding | Type of bleed | Transfusion | IVCF (Inferior Vena Cava Filter) | Patient Status at 30 days | Readmitted to IP <30 days | Discharged with O2 | Required Narcotics at discharge | Pregnant | Platelet <70k | Etiology of Clot | adverseEvent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 170 | 171 | 52 | F | W | 4 | 175.26 | 122.5 | 39.881407 | 1 | 1 | 2 | 0 | 109 | 0.0 | 137.0 | 0 | 17 | 0.0 | 99.6 | 0.0 | 92.0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | NaN | NaN | 1.0 | 1.0 | 1.0 | 0.0 | 49.9 | 1.046563 | 0 | 0 | 1 | 0.854111 | 2 | 1 | NaN | NaN | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 0 | ? | 1 | 0.0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 171 | 172 | 56 | F | W | 1 | 165.10 | 130.6 | 47.912522 | 1 | 5 | 3 | 1 | 132 | 0.0 | 121.0 | 0 | 26 | 0.0 | 96.8 | NaN | NaN | 1.0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | NaN | NaN | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | not documented | 1.241558 | 0 | 0 | 1 | 0.873900 | 2 | 1 | NaN | 1.0 | RBBB | 1.0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0 | 0 | 0 | Deceased | NaN | NaN | NaN | NaN | NaN | uprovoked | 1 |
| 172 | 173 | 76 | M | H | 4 | 172.72 | 77.1 | 25.844559 | 1 | 5 | 2 | 1 | 125 | 0.0 | 135.0 | 0 | 20 | 0.0 | 97.1 | 0.0 | 94.0 | 1.0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 40.7 | 1.353760 | 0 | 0 | 1 | 0.730337 | 5 | 1 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0 | 0 | 0 | ? | ? | 0.0 | 0.0 | 0.0 | 0.0 | immobility | 1 |
| 173 | 174 | 87 | M | W | 3 | 182.88 | 93.0 | 27.806769 | 1 | 5 | 2 | 0 | 94 | 1.0 | 85.0 | 0 | 20 | 0.0 | 98.3 | 1.0 | 80.0 | 1.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | NaN | NaN | 0.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | 1.832845 | 0 | 0 | 1 | 1.040214 | 2 | 1 | NaN | 1.0 | RBBB | 0.0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 0 | ? | ? | 0.0 | 0.0 | 0.0 | 0.0 | malignancy | 1 |
| 174 | 175 | 66 | F | W | 6 | 167.64 | 36.3 | 12.916693 | 1 | 3 | 1 | 0 | 71 | 1.0 | 88.0 | 0 | 18 | 0.0 | 98.5 | 0.0 | 97.0 | 0.0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 41.4 | 0.832285 | 0 | 0 | 0 | 1.003049 | 1 | 0 | NaN | NaN | NaN | 0.0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 0 | Alive | 0 | 0.0 | 1.0 | 0.0 | 0.0 | immobility | 0 |
| 175 | 176 | 68 | M | B | 6 | 172.72 | 85.7 | 28.727350 | 0 | 2 | 1 | 0 | 90 | 0.0 | 116.0 | 0 | 19 | 0.0 | 97.6 | 0.0 | 96.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 27.8 | 1.223529 | 0 | 0 | 1 | 0.767705 | 1 | 0 | NaN | 1.0 | RBBB | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 1.0 | melena/hemorrhoids | 0 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | surgery | 0 |
| 176 | 177 | 56 | M | W | 3 | 185.42 | 103.0 | 29.958776 | 1 | 4 | 1 | 1 | 114 | 0.0 | 117.0 | 0 | 22 | 0.0 | 99.1 | 0.0 | 93.0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 31.2 | 1.282937 | 0 | 0 | 1 | 0.924157 | 1 | 1 | NaN | NaN | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 1 | Alive | 0 | 0.0 | 1.0 | 0.0 | 0.0 | malignancy | 0 |
| 177 | 178 | 35 | F | B | 5 | 152.40 | 73.8 | 31.775064 | 1 | 1 | 1 | 1 | 117 | 0.0 | 145.0 | 0 | 16 | 0.0 | 98.9 | 0.0 | 99.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 35 | 0.915332 | 0 | 1 | 0 | 1.082397 | 1 | 0 | NaN | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 1.0 | menorrhagia | 1 | 0 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | oral contraception | 0 |
| 178 | 179 | 60 | M | NH | 9 | 172.72 | 109.8 | 36.805869 | 1 | 3 | 2 | 0 | 82 | 0.0 | 123.0 | 0 | 20 | 0.0 | 98.2 | 0.0 | 92.0 | 1.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | NaN | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 22.7 | 1.795389 | 0 | 0 | 1 | 0.801187 | 2 | 1 | NaN | 1.0 | sinus arrhythmia | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 1 | Alive | 0 | 0.0 | 0.0 | 0.0 | 0.0 | malignancy | 1 |
| 179 | 180 | 77 | M | W | 1 | 177.80 | 63.5 | 20.086775 | 1 | 5 | 2 | 1 | 123 | 1.0 | 91.0 | 0 | 18 | 0.0 | 98.9 | 0.0 | 94.0 | 1.0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 29.9 | 0.738431 | 0 | 0 | 0 | 0.666667 | 1 | 0 | NaN | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0 | 0 | ? | 0 | 0.0 | 1.0 | 0.0 | 0.0 | malignancy | 1 |